michaeltrs / DeepSatModelsLinks
Deep learning models for remote sensing applications
☆201Updated last year
Alternatives and similar repositories for DeepSatModels
Users that are interested in DeepSatModels are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.☆189Updated last year
- ☆266Updated last year
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆92Updated 3 years ago
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆280Updated last year
- [RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies☆66Updated 2 years ago
- ☆38Updated last year
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆171Updated 7 months ago
- The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".☆43Updated 7 months ago
- Official implementation of "DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic c…☆68Updated 4 years ago
- A Satellite Time Series Dataset for Crop Type Identification☆216Updated 3 years ago
- PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-At…☆214Updated 4 years ago
- Crop type mapping of small holder farms in Ghana, and South Sudan☆92Updated 3 years ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆256Updated 3 months ago
- Code for the paper Multi Modal Deep Learning Based Crop Classification Using Multispectral and Multitemporal Satellite Imagery published …☆31Updated 5 years ago
- Repository for SEN12MS related codes and utilities☆125Updated last year
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆109Updated last year
- [GSRL] Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆72Updated 2 years ago
- ☆39Updated 2 years ago
- Code and data for Kuro Siwo flood mapping dataset☆72Updated 4 months ago
- ☆36Updated 2 years ago
- This repository contains code for implementing multi class semantic segmentation (specifically applied to satellite image classification)…☆52Updated 3 years ago
- A method to perform unsupervised cross-region adaptation of crop classifiers trained with satellite image time series.☆34Updated 3 years ago
- Official implementation of SICKLE: A Multi-Sensor Satellite Imagery Dataset Annotated with Multiple Key Cropping Parameters (Oral Present…☆26Updated last year
- ☆32Updated 2 years ago
- ☆26Updated 2 years ago
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆91Updated 6 months ago
- ☆227Updated 4 years ago
- A deep learning model for surface water mapping based on satellite optical image.☆117Updated 4 years ago
- S1S2-Water: A global dataset for semantic segmentation of water bodies from Sentinel-1 and Sentinel-2 satellite images☆54Updated last year
- official repository to share data and code of our study "FUSING MULTI-MODAL DATA FOR SUPERVISED CHANGE DETECTION" accepted and published …☆92Updated 3 years ago